Differentially Private Bagging: Improved utility and cheaper privacy than subsample-and-aggregate.
James JordonJinsung YoonMihaela van der SchaarPublished in: NeurIPS (2019)
Keyphrases
- differential privacy
- differentially private
- privacy preserving
- private data
- privacy guarantees
- base classifiers
- privacy preservation
- personal information
- data sharing
- data privacy
- decision trees
- ensemble methods
- machine learning
- data quality
- language model
- data mining
- privacy preserving data mining
- search engine
- information retrieval